Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4959614 | European Journal of Operational Research | 2017 | 42 Pages |
Abstract
This paper presents a new method for multiple criteria ordinal classification (sorting) problems. In an ordinal classification problem, the categories (also called classes in related literature) are pre-defined and ordered, from the best to the worst or from the worst to the best. The actions (not necessarily known a priori) are assigned to the different ordered categories. Several ELECTRE type methods were designed to deal with this kind of problem. However, none of them proposes a characterization of the categories through a set of limiting profiles. This is the novelty of the current method, which may be considered as an extension of ELECTRE TRI-B. It fulfills a set of structural requirements: uniqueness of the assignments, independence, monotonicity, homogeneity, conformity, and stability with respect to merging and splitting operations. All these features will be presented in the current paper and illustrated through three examples.
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science (General)
Authors
Eduardo Fernández, José Rui Figueira, Jorge Navarro, Bernard Roy,